DEVELOPMENT... OpenML
Run
148684

Run 148684

Task 3591 (Supervised Classification) bank8FM Uploaded 06-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9738
Per class
F measure
0.9277
Per class
Kappa
0.8496
KB relative information score
6341.4314
Mean absolute error
0.1176
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9276
Per class
Predictive accuracy
0.9277
Prior entropy
0.9731
Recall
0.9277
Per class
Relative absolute error
0.2442
Root mean prior squared error
0.4906
Root mean squared error
0.2325
Root relative squared error
0.4739
SciMark benchmark
947.9494
UserCPU time millis
33560
UserCPU time millis testing
20
UserCPU time millis training
33540